Music Genre Classification Using Convolutional Neural Network (CNN)
Bharat Dave, Vinayak Chavan, Mujahid Khan, Varsha Shah · Journal of Emerging Technologies and Innovative Research · 2021
Music genres are categorical labels designed to differentiate the various pieces of music. Until recently, such classification was done manually, but now automatic music genre classifications can assist or replace human users in this process and contribute to a valuable framework in music information retrieval systems. Our designed system works on the above idea to extract features from audio files and learn from them to classify them across genres using a Convolutional Neural Network (CNN), all done on commodity hardware.